Skip to main content
Top
Published in: Sports Medicine 11/2015

01-11-2015 | Systematic Review

The Effect of Exercise Training on the Energetic Cost of Cycling

Authors: David Montero, Carsten Lundby

Published in: Sports Medicine | Issue 11/2015

Login to get access

Abstract

Background and Objective

The energetic cost of cycling (CE) is a major contributor to cycling performance but whether CE can be improved by exercise intervention remains uncertain. Here, we sought to systematically review and determine the effect of exercise training on CE in healthy humans.

Methods

MEDLINE, Scopus, and Web of Science were searched since their inceptions up until December 2014 for articles assessing the effect of exercise training in healthy subjects on CE, as determined by cycling economy or efficiency. Meta-analyses were performed to determine the standardized mean difference (SMD) in CE between post- and pre-training measurements. Subgroup and meta-regression analyses were used to evaluate potential moderating/confounding factors.

Results

Fifty-one studies were included after systematic review, comprising a total of 531 healthy subjects (mean age = 20–66 years). Exercise interventions primarily consisted of endurance and/or strength training ranging from 4 to 34 weeks of duration. After data pooling, the meta-analysis revealed that CE was improved with strength training alone or along with endurance training (n = 16, SMD = −0.50, P < 0.0001) but not with endurance training alone (n = 33, SMD = −0.18, P = 0.08). In further subgroup analyses, endurance training alone was effective in improving CE in previously untrained (n = 20, SMD = −0.21, P = 0.04) but not in trained (n = 6, SMD = 0.09, P = 0.75) subjects. The SMD in CE was associated with the duration of training (n = 51, B = −0.03, P = 0.0002).

Conclusion

The current meta-analysis provides evidence that CE is improved by exercise training, particularly when strength training or untrained subjects are included.
Appendix
Available only for authorised users
Literature
1.
go back to reference Wang E, Naess MS, Hoff J, Albert TL, Quan P, Richardson RS, et al. Exercise-training-induced changes in metabolic capacity with age: the role of central cardiovascular plasticity. Age. 2014;36(2):665–76.PubMedCentralCrossRefPubMed Wang E, Naess MS, Hoff J, Albert TL, Quan P, Richardson RS, et al. Exercise-training-induced changes in metabolic capacity with age: the role of central cardiovascular plasticity. Age. 2014;36(2):665–76.PubMedCentralCrossRefPubMed
2.
go back to reference Shepherd SO, Cocks M, Tipton KD, Ranasinghe AM, Barker TA, Burniston JG, et al. Sprint interval and traditional endurance training increase net intramuscular triglyceride breakdown and expression of perilipin 2 and 5. J Physiol. 2013;591(Pt 3):657–75.PubMedCentralCrossRefPubMed Shepherd SO, Cocks M, Tipton KD, Ranasinghe AM, Barker TA, Burniston JG, et al. Sprint interval and traditional endurance training increase net intramuscular triglyceride breakdown and expression of perilipin 2 and 5. J Physiol. 2013;591(Pt 3):657–75.PubMedCentralCrossRefPubMed
3.
go back to reference Zoladz JA, Szkutnik Z, Majerczak J, Grandys M, Duda K, Grassi B. Isometric strength training lowers the O2 cost of cycling during moderate-intensity exercise. Eur J Appl Physiol. 2012;112(12):4151–61.CrossRefPubMed Zoladz JA, Szkutnik Z, Majerczak J, Grandys M, Duda K, Grassi B. Isometric strength training lowers the O2 cost of cycling during moderate-intensity exercise. Eur J Appl Physiol. 2012;112(12):4151–61.CrossRefPubMed
4.
go back to reference Porcelli S, Marzorati M, Pugliese L, Adamo S, Gondin J, Bottinelli R, et al. Lack of functional effects of neuromuscular electrical stimulation on skeletal muscle oxidative metabolism in healthy humans. J Appl Physiol (1985). 2012;113(7):1101–9.CrossRef Porcelli S, Marzorati M, Pugliese L, Adamo S, Gondin J, Bottinelli R, et al. Lack of functional effects of neuromuscular electrical stimulation on skeletal muscle oxidative metabolism in healthy humans. J Appl Physiol (1985). 2012;113(7):1101–9.CrossRef
5.
go back to reference Ichinose T, Nomura S, Someya Y, Akimoto S, Tachiyashiki K, Imaizumi K. Effect of endurance training supplemented with green tea extract on substrate metabolism during exercise in humans. Scand J Med Sci Sports. 2011;21(4):598–605.CrossRefPubMed Ichinose T, Nomura S, Someya Y, Akimoto S, Tachiyashiki K, Imaizumi K. Effect of endurance training supplemented with green tea extract on substrate metabolism during exercise in humans. Scand J Med Sci Sports. 2011;21(4):598–605.CrossRefPubMed
6.
go back to reference Majerczak J, Karasinski J, Zoladz JA. Training induced decrease in oxygen cost of cycling is accompanied by down-regulation of SERCA expression in human vastus lateralis muscle. J Physiol Pharmacol. 2008;59(3):589–602.PubMed Majerczak J, Karasinski J, Zoladz JA. Training induced decrease in oxygen cost of cycling is accompanied by down-regulation of SERCA expression in human vastus lateralis muscle. J Physiol Pharmacol. 2008;59(3):589–602.PubMed
7.
go back to reference Van Zant RS, Bouillon LE. Strength cycle training: effects on muscular strength and aerobic conditioning. J Strength Cond Res. 2007;21(1):178–82.CrossRefPubMed Van Zant RS, Bouillon LE. Strength cycle training: effects on muscular strength and aerobic conditioning. J Strength Cond Res. 2007;21(1):178–82.CrossRefPubMed
8.
go back to reference Hansen EA, Raastad T, Hallen J. Strength training reduces freely chosen pedal rate during submaximal cycling. Eur J Appl Physiol. 2007;101(4):419–26.CrossRefPubMed Hansen EA, Raastad T, Hallen J. Strength training reduces freely chosen pedal rate during submaximal cycling. Eur J Appl Physiol. 2007;101(4):419–26.CrossRefPubMed
9.
go back to reference Jacobs KA, Krauss RM, Fattor JA, Horning MA, Friedlander AL, Bauer TA, et al. Endurance training has little effect on active muscle free fatty acid, lipoprotein cholesterol, or triglyceride net balances. Am J Physiol Endocrinol Metab. 2006;291(3):E656–65.CrossRefPubMed Jacobs KA, Krauss RM, Fattor JA, Horning MA, Friedlander AL, Bauer TA, et al. Endurance training has little effect on active muscle free fatty acid, lipoprotein cholesterol, or triglyceride net balances. Am J Physiol Endocrinol Metab. 2006;291(3):E656–65.CrossRefPubMed
10.
go back to reference Dressendorfer RH, Petersen SR, Lovshin SEM, Hannon JL, Lee SF, Bell GJ. Performance enhancement with maintenance of resting immune status after intensified cycle training. Clin J Sport Med. 2002;12(5):301–7.CrossRefPubMed Dressendorfer RH, Petersen SR, Lovshin SEM, Hannon JL, Lee SF, Bell GJ. Performance enhancement with maintenance of resting immune status after intensified cycle training. Clin J Sport Med. 2002;12(5):301–7.CrossRefPubMed
11.
go back to reference Proctor DN, Miller JD, Dietz NM, Minson CT, Joyner MJ. Reduced submaximal leg blood flow after high-intensity aerobic training. J Appl Physiol (1985). 2001;91(6):2619–27. Proctor DN, Miller JD, Dietz NM, Minson CT, Joyner MJ. Reduced submaximal leg blood flow after high-intensity aerobic training. J Appl Physiol (1985). 2001;91(6):2619–27.
12.
go back to reference Costes F, Prieur F, Feasson L, Geyssant A, Barthelemy JC, Denis C. Influence of training on NIRS muscle oxygen saturation during submaximal exercise. Med Sci Sports Exerc. 2001;33(9):1484–9.CrossRefPubMed Costes F, Prieur F, Feasson L, Geyssant A, Barthelemy JC, Denis C. Influence of training on NIRS muscle oxygen saturation during submaximal exercise. Med Sci Sports Exerc. 2001;33(9):1484–9.CrossRefPubMed
13.
go back to reference Bergman BC, Butterfield GE, Wolfel EE, Casazza GA, Lopaschuk GD, Brooks GA. Evaluation of exercise and training on muscle lipid metabolism. Am J Physiol. 1999;276(1 Pt 1):E106–17.PubMed Bergman BC, Butterfield GE, Wolfel EE, Casazza GA, Lopaschuk GD, Brooks GA. Evaluation of exercise and training on muscle lipid metabolism. Am J Physiol. 1999;276(1 Pt 1):E106–17.PubMed
14.
go back to reference Beere PA, Russell SD, Morey MC, Kitzman DW, Higginbotham MB. Aerobic exercise training can reverse age-related peripheral circulatory changes in healthy older men. Circulation. 1999;100(10):1085–94.CrossRefPubMed Beere PA, Russell SD, Morey MC, Kitzman DW, Higginbotham MB. Aerobic exercise training can reverse age-related peripheral circulatory changes in healthy older men. Circulation. 1999;100(10):1085–94.CrossRefPubMed
15.
go back to reference Gissane C, Corrigan DL, White JA. Gross efficiency responses to exercise conditioning in adult males of various ages. J Sports Sci. 1991;9(4):383–91.CrossRefPubMed Gissane C, Corrigan DL, White JA. Gross efficiency responses to exercise conditioning in adult males of various ages. J Sports Sci. 1991;9(4):383–91.CrossRefPubMed
16.
go back to reference Gardner AW, Poehlman ET, Corrigan DL. Effect of endurance training on gross energy expenditure during exercise. Hum Biol. 1989;61(4):559–69.PubMed Gardner AW, Poehlman ET, Corrigan DL. Effect of endurance training on gross energy expenditure during exercise. Hum Biol. 1989;61(4):559–69.PubMed
17.
go back to reference Hagberg JM, Hickson RC, Ehsani AA, Holloszy JO. Faster adjustment to and recovery from submaximal exercise in the trained state. J Appl Physiol Respir Environ Exerc Physiol. 1980;48(2):218–24.PubMed Hagberg JM, Hickson RC, Ehsani AA, Holloszy JO. Faster adjustment to and recovery from submaximal exercise in the trained state. J Appl Physiol Respir Environ Exerc Physiol. 1980;48(2):218–24.PubMed
18.
go back to reference Ekblom B, Astrand PO, Saltin B, Stenberg J, Wallstrom B. Effect of training on circulatory response to exercise. J Appl Physiol. 1968;24(4):518–28.PubMed Ekblom B, Astrand PO, Saltin B, Stenberg J, Wallstrom B. Effect of training on circulatory response to exercise. J Appl Physiol. 1968;24(4):518–28.PubMed
19.
go back to reference Coyle EF, Sidossis LS, Horowitz JF, Beltz JD. Cycling efficiency is related to the percentage of type I muscle fibers. Med Sci Sports Exerc. 1992;24(7):782–8.CrossRefPubMed Coyle EF, Sidossis LS, Horowitz JF, Beltz JD. Cycling efficiency is related to the percentage of type I muscle fibers. Med Sci Sports Exerc. 1992;24(7):782–8.CrossRefPubMed
21.
go back to reference Grassi B, Rossiter HB, Zoladz JA. Skeletal muscle fatigue and decreased efficiency: two sides of the same coin? Exerc Sport Sci Rev. 2015;43(2):75–83.CrossRefPubMed Grassi B, Rossiter HB, Zoladz JA. Skeletal muscle fatigue and decreased efficiency: two sides of the same coin? Exerc Sport Sci Rev. 2015;43(2):75–83.CrossRefPubMed
22.
go back to reference Majerczak J, Korostynski M, Nieckarz Z, Szkutnik Z, Duda K, Zoladz JA. Endurance training decreases the non-linearity in the oxygen uptake-power output relationship in humans. Exp Physiol. 2012;97(3):386–99.CrossRefPubMed Majerczak J, Korostynski M, Nieckarz Z, Szkutnik Z, Duda K, Zoladz JA. Endurance training decreases the non-linearity in the oxygen uptake-power output relationship in humans. Exp Physiol. 2012;97(3):386–99.CrossRefPubMed
23.
go back to reference Jones AM, Grassi B, Christensen PM, Krustrup P, Bangsbo J, Poole DC. Slow component of VO2 kinetics: mechanistic bases and practical applications. Med Sci Sports Exerc. 2011;43(11):2046–62.CrossRefPubMed Jones AM, Grassi B, Christensen PM, Krustrup P, Bangsbo J, Poole DC. Slow component of VO2 kinetics: mechanistic bases and practical applications. Med Sci Sports Exerc. 2011;43(11):2046–62.CrossRefPubMed
24.
go back to reference Beattie K, Kenny IC, Lyons M, Carson BP. The effect of strength training on performance in endurance athletes. Sports Med. 2014;44(6):845–65.CrossRefPubMed Beattie K, Kenny IC, Lyons M, Carson BP. The effect of strength training on performance in endurance athletes. Sports Med. 2014;44(6):845–65.CrossRefPubMed
25.
go back to reference Mogensen M, Bagger M, Pedersen PK, Fernstrom M, Sahlin K. Cycling efficiency in humans is related to low UCP3 content and to type I fibres but not to mitochondrial efficiency. J Physiol. 2006;571(Pt 3):669–81.PubMedCentralCrossRefPubMed Mogensen M, Bagger M, Pedersen PK, Fernstrom M, Sahlin K. Cycling efficiency in humans is related to low UCP3 content and to type I fibres but not to mitochondrial efficiency. J Physiol. 2006;571(Pt 3):669–81.PubMedCentralCrossRefPubMed
26.
go back to reference Moore IS, Jones AM, Dixon SJ. Mechanisms for improved running economy in beginner runners. Med Sci Sports Exerc. 2012;44(9):1756–63.CrossRefPubMed Moore IS, Jones AM, Dixon SJ. Mechanisms for improved running economy in beginner runners. Med Sci Sports Exerc. 2012;44(9):1756–63.CrossRefPubMed
27.
go back to reference Williams KR, Cavanagh PR. Relationship between distance running mechanics, running economy, and performance. J Appl Physiol (1985). 1987;63(3):1236–45. Williams KR, Cavanagh PR. Relationship between distance running mechanics, running economy, and performance. J Appl Physiol (1985). 1987;63(3):1236–45.
28.
go back to reference Williams KR. The relationship between mechanical and physiological energy estimates. Med Sci Sports Exerc. 1985;17(3):317–25.CrossRefPubMed Williams KR. The relationship between mechanical and physiological energy estimates. Med Sci Sports Exerc. 1985;17(3):317–25.CrossRefPubMed
29.
go back to reference Lundby C, Robach P. Performance enhancement: what are the physiological limits? J Physiol. 2015;30(4):282–92.CrossRef Lundby C, Robach P. Performance enhancement: what are the physiological limits? J Physiol. 2015;30(4):282–92.CrossRef
30.
31.
go back to reference Hopker J, Passfield L, Coleman D, Jobson S, Edwards L, Carter H. The effects of training on gross efficiency in cycling: a review. Int J Sports Med. 2009;30(12):845–50.CrossRefPubMed Hopker J, Passfield L, Coleman D, Jobson S, Edwards L, Carter H. The effects of training on gross efficiency in cycling: a review. Int J Sports Med. 2009;30(12):845–50.CrossRefPubMed
32.
33.
go back to reference Ronnestad BR, Hansen EA, Raastad T. Strength training affects tendon cross-sectional area and freely chosen cadence differently in noncyclists and well-trained cyclists. J Strength Cond Res. 2012;26(1):158–66.CrossRefPubMed Ronnestad BR, Hansen EA, Raastad T. Strength training affects tendon cross-sectional area and freely chosen cadence differently in noncyclists and well-trained cyclists. J Strength Cond Res. 2012;26(1):158–66.CrossRefPubMed
34.
go back to reference Dhamrait SS, Williams AG, Day SH, Skipworth J, Payne JR, World M, et al. Variation in the uncoupling protein 2 and 3 genes and human performance. J Appl Physiol. 2012;112(7):1122–7.PubMedCentralCrossRefPubMed Dhamrait SS, Williams AG, Day SH, Skipworth J, Payne JR, World M, et al. Variation in the uncoupling protein 2 and 3 genes and human performance. J Appl Physiol. 2012;112(7):1122–7.PubMedCentralCrossRefPubMed
35.
go back to reference Aagaard P, Andersen JL, Bennekou M, Larsson B, Olesen JL, Crameri R, et al. Effects of resistance training on endurance capacity and muscle fiber composition in young top-level cyclists. Scand J Med Sci Sports. 2011;21(6):e298–307.CrossRefPubMed Aagaard P, Andersen JL, Bennekou M, Larsson B, Olesen JL, Crameri R, et al. Effects of resistance training on endurance capacity and muscle fiber composition in young top-level cyclists. Scand J Med Sci Sports. 2011;21(6):e298–307.CrossRefPubMed
36.
go back to reference Sunde A, Storen O, Bjerkaas M, Larsen MH, Hoff J, Helgerud J. Maximal strength training improves cycling economy in competitive cyclists. J Strength Cond Res. 2010;24(8):2157–65.CrossRefPubMed Sunde A, Storen O, Bjerkaas M, Larsen MH, Hoff J, Helgerud J. Maximal strength training improves cycling economy in competitive cyclists. J Strength Cond Res. 2010;24(8):2157–65.CrossRefPubMed
37.
go back to reference Lecoultre V, Boss A, Tappy L, Borrani F, Tran C, Schneiter P, et al. Training in hypoxia fails to further enhance endurance performance and lactate clearance in well-trained men and impairs glucose metabolism during prolonged exercise. Exp Physiol. 2010;95(2):315–30.CrossRefPubMed Lecoultre V, Boss A, Tappy L, Borrani F, Tran C, Schneiter P, et al. Training in hypoxia fails to further enhance endurance performance and lactate clearance in well-trained men and impairs glucose metabolism during prolonged exercise. Exp Physiol. 2010;95(2):315–30.CrossRefPubMed
38.
go back to reference Paton CD, Hopkins WG, Cook C. Effects of low- vs. high-cadence interval training on cycling performance. J Strength Cond Res. 2009;23(6):1758–63.CrossRefPubMed Paton CD, Hopkins WG, Cook C. Effects of low- vs. high-cadence interval training on cycling performance. J Strength Cond Res. 2009;23(6):1758–63.CrossRefPubMed
39.
go back to reference Burgomaster KA, Howarth KR, Phillips SM, Rakobowchuk M, Macdonald MJ, McGee SL, et al. Similar metabolic adaptations during exercise after low volume sprint interval and traditional endurance training in humans. J Physiol. 2008;586(1):151–60.PubMedCentralCrossRefPubMed Burgomaster KA, Howarth KR, Phillips SM, Rakobowchuk M, Macdonald MJ, McGee SL, et al. Similar metabolic adaptations during exercise after low volume sprint interval and traditional endurance training in humans. J Physiol. 2008;586(1):151–60.PubMedCentralCrossRefPubMed
40.
go back to reference Roels B, Millet GP, Marcoux CJ, Coste O, Bentley DJ, Candau RB. Effects of hypoxic interval training on cycling performance. Med Sci Sports Exerc. 2005;37(1):138–46.CrossRefPubMed Roels B, Millet GP, Marcoux CJ, Coste O, Bentley DJ, Candau RB. Effects of hypoxic interval training on cycling performance. Med Sci Sports Exerc. 2005;37(1):138–46.CrossRefPubMed
41.
go back to reference Prieur F, Benoit H, Busso T, Castells J, Denis C. Effect of endurance training on the VO2-work rate relationship in normoxia and hypoxia. Med Sci Sports Exerc. 2005;37(4):664–9.CrossRefPubMed Prieur F, Benoit H, Busso T, Castells J, Denis C. Effect of endurance training on the VO2-work rate relationship in normoxia and hypoxia. Med Sci Sports Exerc. 2005;37(4):664–9.CrossRefPubMed
42.
go back to reference Paton CD, Hopkins WG. Combining explosive and high-resistance training improves performance in competitive cyclists. J Strength Cond Res. 2005;19(4):826–30.PubMed Paton CD, Hopkins WG. Combining explosive and high-resistance training improves performance in competitive cyclists. J Strength Cond Res. 2005;19(4):826–30.PubMed
43.
go back to reference Loveless DJ, Weber CL, Haseler LJ, Schneider DA. Maximal leg-strength training improves cycling economy in previously untrained men. Med Sci Sports Exerc. 2005;37(7):1231–6.CrossRefPubMed Loveless DJ, Weber CL, Haseler LJ, Schneider DA. Maximal leg-strength training improves cycling economy in previously untrained men. Med Sci Sports Exerc. 2005;37(7):1231–6.CrossRefPubMed
44.
go back to reference Hintzy F, Mourot L, Perrey S, Tordi N. Effect of endurance training on different mechanical efficiency indices during submaximal cycling in subjects unaccustomed to cycling. Can J Appl Physiol. 2005;30(5):520–8.CrossRefPubMed Hintzy F, Mourot L, Perrey S, Tordi N. Effect of endurance training on different mechanical efficiency indices during submaximal cycling in subjects unaccustomed to cycling. Can J Appl Physiol. 2005;30(5):520–8.CrossRefPubMed
45.
go back to reference Carter SL, Rennie C, Tarnopolsky MA. Substrate utilization during endurance exercise in men and women after endurance training. Am J Physiol Endocrinol Metab. 2001;280(6):E898–907.PubMed Carter SL, Rennie C, Tarnopolsky MA. Substrate utilization during endurance exercise in men and women after endurance training. Am J Physiol Endocrinol Metab. 2001;280(6):E898–907.PubMed
46.
go back to reference Friedlander AL, Casazza GA, Horning MA, Huie MJ, Piacentini MF, Trimmer JK, et al. Training-induced alterations of carbohydrate metabolism in women: women respond differently from men. J Appl Physiol (1985). 1998;85(3):1175–86. Friedlander AL, Casazza GA, Horning MA, Huie MJ, Piacentini MF, Trimmer JK, et al. Training-induced alterations of carbohydrate metabolism in women: women respond differently from men. J Appl Physiol (1985). 1998;85(3):1175–86.
47.
go back to reference Friedlander AL, Casazza GA, Horning MA, Huie MJ, Brooks GA. Training-induced alterations of glucose flux in men. J Appl Physiol (1985). 1997;82(4):1360–9. Friedlander AL, Casazza GA, Horning MA, Huie MJ, Brooks GA. Training-induced alterations of glucose flux in men. J Appl Physiol (1985). 1997;82(4):1360–9.
48.
go back to reference Clausen JP, Klausen K, Rasmussen B, Trap-Jensen J. Central and peripheral circulatory changes after training of the arms or legs. Am J Physiol. 1973;225(3):675–82.PubMed Clausen JP, Klausen K, Rasmussen B, Trap-Jensen J. Central and peripheral circulatory changes after training of the arms or legs. Am J Physiol. 1973;225(3):675–82.PubMed
49.
go back to reference Stroup DF, Berlin JA, Morton SC, Olkin I, Williamson GD, Rennie D, et al. Meta-analysis of observational studies in epidemiology: a proposal for reporting. Meta-analysis Of Observational Studies in Epidemiology (MOOSE) group. JAMA. 2000;283(15):2008–12.CrossRefPubMed Stroup DF, Berlin JA, Morton SC, Olkin I, Williamson GD, Rennie D, et al. Meta-analysis of observational studies in epidemiology: a proposal for reporting. Meta-analysis Of Observational Studies in Epidemiology (MOOSE) group. JAMA. 2000;283(15):2008–12.CrossRefPubMed
50.
go back to reference Ross LE, Grigoriadis S, Mamisashvili L, Koren G, Steiner M, Dennis CL, et al. Quality assessment of observational studies in psychiatry: an example from perinatal psychiatric research. Int J Methods Psychiatr Res. 2011;20(4):224–34.CrossRefPubMed Ross LE, Grigoriadis S, Mamisashvili L, Koren G, Steiner M, Dennis CL, et al. Quality assessment of observational studies in psychiatry: an example from perinatal psychiatric research. Int J Methods Psychiatr Res. 2011;20(4):224–34.CrossRefPubMed
51.
go back to reference Montero D, Diaz-Cañestro C, Lundby C. Endurance training and VO2max: role of maximal cardiac output and oxygen extraction. Med Sci Sports Exerc. 2015 (Epub ahead of print). Montero D, Diaz-Cañestro C, Lundby C. Endurance training and VO2max: role of maximal cardiac output and oxygen extraction. Med Sci Sports Exerc. 2015 (Epub ahead of print).
52.
go back to reference Higgins JPT, Green S, (editors). Cochrane Handbook for Systematic Reviews of Interventions Version 5.1.0 [updated March 2011]. The Cochrane Collaboration, 2011. Available from http://www.cochrane-handbook.org. Accessed 15 Dec 2014. Higgins JPT, Green S, (editors). Cochrane Handbook for Systematic Reviews of Interventions Version 5.1.0 [updated March 2011]. The Cochrane Collaboration, 2011. Available from http://​www.​cochrane-handbook.​org. Accessed 15 Dec 2014.
53.
54.
go back to reference Cohen J. Statistical power analysis for the behavioral sciences. 2nd ed. In: Hillsdale N, editor. Hillsdale: Lawrence Erlbaum Associates Publishers; 1988. Cohen J. Statistical power analysis for the behavioral sciences. 2nd ed. In: Hillsdale N, editor. Hillsdale: Lawrence Erlbaum Associates Publishers; 1988.
56.
go back to reference ACSM. ACSM’s guidelines for exercise testing and prescription. Hagerstown: Lippincott Raven; 2009. ACSM. ACSM’s guidelines for exercise testing and prescription. Hagerstown: Lippincott Raven; 2009.
57.
go back to reference Moseley L, Achten J, Martin JC, Jeukendrup AE. No differences in cycling efficiency between world-class and recreational cyclists. Int J Sports Med. 2004;25(5):374–9.CrossRefPubMed Moseley L, Achten J, Martin JC, Jeukendrup AE. No differences in cycling efficiency between world-class and recreational cyclists. Int J Sports Med. 2004;25(5):374–9.CrossRefPubMed
58.
go back to reference Olds T, Norton K, Craig N, Olive S, Lowe E. The limits of the possible: models of power supply and demand in cycling. Aust J Sci Med Sport. 1995;27(2):29–33.PubMed Olds T, Norton K, Craig N, Olive S, Lowe E. The limits of the possible: models of power supply and demand in cycling. Aust J Sci Med Sport. 1995;27(2):29–33.PubMed
59.
go back to reference Paavolainen L, Hakkinen K, Hamalainen I, Nummela A, Rusko H. Explosive-strength training improves 5-km running time by improving running economy and muscle power. J Appl Physiol (1985). 1999;86(5):1527–33. Paavolainen L, Hakkinen K, Hamalainen I, Nummela A, Rusko H. Explosive-strength training improves 5-km running time by improving running economy and muscle power. J Appl Physiol (1985). 1999;86(5):1527–33.
60.
go back to reference Sale DG. Neural adaptation to resistance training. Med Sci Sports Exerc. 1988;20(5 Suppl):S135–45.CrossRefPubMed Sale DG. Neural adaptation to resistance training. Med Sci Sports Exerc. 1988;20(5 Suppl):S135–45.CrossRefPubMed
61.
go back to reference Moritani T, deVries HA. Neural factors versus hypertrophy in the time course of muscle strength gain. Am J Phys Med. 1979;58(3):115–30.PubMed Moritani T, deVries HA. Neural factors versus hypertrophy in the time course of muscle strength gain. Am J Phys Med. 1979;58(3):115–30.PubMed
62.
go back to reference Kraemer WJ, Adams K, Cafarelli E, Dudley GA, Dooly C, Feigenbaum MS, et al. American College of Sports Medicine position stand. Progression models in resistance training for healthy adults. Med Sci Sports Exerc. 2002;34(2):364–80.CrossRefPubMed Kraemer WJ, Adams K, Cafarelli E, Dudley GA, Dooly C, Feigenbaum MS, et al. American College of Sports Medicine position stand. Progression models in resistance training for healthy adults. Med Sci Sports Exerc. 2002;34(2):364–80.CrossRefPubMed
63.
go back to reference Vissing K, Brink M, Lonbro S, Sorensen H, Overgaard K, Danborg K, et al. Muscle adaptations to plyometric vs. resistance training in untrained young men. J Strength Cond Res. 2008;22(6):1799–810.CrossRefPubMed Vissing K, Brink M, Lonbro S, Sorensen H, Overgaard K, Danborg K, et al. Muscle adaptations to plyometric vs. resistance training in untrained young men. J Strength Cond Res. 2008;22(6):1799–810.CrossRefPubMed
64.
go back to reference Marsh AP, Martin PE, Foley KO. Effect of cadence, cycling experience, and aerobic power on delta efficiency during cycling. Med Sci Sports Exerc. 2000;32(9):1630–4.CrossRefPubMed Marsh AP, Martin PE, Foley KO. Effect of cadence, cycling experience, and aerobic power on delta efficiency during cycling. Med Sci Sports Exerc. 2000;32(9):1630–4.CrossRefPubMed
65.
go back to reference Nickleberry BL Jr, Brooks GA. No effect of cycling experience on leg cycle ergometer efficiency. Med Sci Sports Exerc. 1996;28(11):1396–401.CrossRefPubMed Nickleberry BL Jr, Brooks GA. No effect of cycling experience on leg cycle ergometer efficiency. Med Sci Sports Exerc. 1996;28(11):1396–401.CrossRefPubMed
66.
go back to reference Jones AM. The physiology of the world record holder for the women’s marathon. Int J Sports Sci Coaching. 2006;1:101–16.CrossRef Jones AM. The physiology of the world record holder for the women’s marathon. Int J Sports Sci Coaching. 2006;1:101–16.CrossRef
67.
go back to reference Coyle EF. Improved muscular efficiency displayed as Tour de France champion matures. J Appl Physiol (1985). 2005;98(6):2191–6.CrossRef Coyle EF. Improved muscular efficiency displayed as Tour de France champion matures. J Appl Physiol (1985). 2005;98(6):2191–6.CrossRef
68.
go back to reference Bonne TC, Doucende G, Fluck D, Jacobs RA, Nordsborg NB, Robach P, et al. Phlebotomy eliminates the maximal cardiac output response to six weeks of exercise training. Am J Physiol Regul Integr Comp Physiol. 2014;306(10):R752–60.CrossRefPubMed Bonne TC, Doucende G, Fluck D, Jacobs RA, Nordsborg NB, Robach P, et al. Phlebotomy eliminates the maximal cardiac output response to six weeks of exercise training. Am J Physiol Regul Integr Comp Physiol. 2014;306(10):R752–60.CrossRefPubMed
69.
go back to reference Hoppeler H, Howald H, Conley K, Lindstedt SL, Claassen H, Vock P, et al. Endurance training in humans: aerobic capacity and structure of skeletal muscle. J Appl Physiol (1985). 1985;59(2):320–7.PubMed Hoppeler H, Howald H, Conley K, Lindstedt SL, Claassen H, Vock P, et al. Endurance training in humans: aerobic capacity and structure of skeletal muscle. J Appl Physiol (1985). 1985;59(2):320–7.PubMed
70.
go back to reference Kalliokoski KK, Oikonen V, Takala TO, Sipila H, Knuuti J, Nuutila P. Enhanced oxygen extraction and reduced flow heterogeneity in exercising muscle in endurance-trained men. Am J Physiol Endocrinol Metab. 2001;280(6):E1015–21.PubMed Kalliokoski KK, Oikonen V, Takala TO, Sipila H, Knuuti J, Nuutila P. Enhanced oxygen extraction and reduced flow heterogeneity in exercising muscle in endurance-trained men. Am J Physiol Endocrinol Metab. 2001;280(6):E1015–21.PubMed
71.
go back to reference Carrick-Ranson G, Hastings JL, Bhella PS, Fujimoto N, Shibata S, Palmer MD, et al. The effect of lifelong exercise dose on cardiovascular function during exercise. J Appl Physiol (1985). 2014;116(7):736–45.PubMedCentralCrossRef Carrick-Ranson G, Hastings JL, Bhella PS, Fujimoto N, Shibata S, Palmer MD, et al. The effect of lifelong exercise dose on cardiovascular function during exercise. J Appl Physiol (1985). 2014;116(7):736–45.PubMedCentralCrossRef
72.
go back to reference Fleg JL, Schulman SP, O’Connor FC, Gerstenblith G, Becker LC, Fortney S, et al. Cardiovascular responses to exhaustive upright cycle exercise in highly trained older men. J Appl Physiol (1985). 1994;77(3):1500–6. Fleg JL, Schulman SP, O’Connor FC, Gerstenblith G, Becker LC, Fortney S, et al. Cardiovascular responses to exhaustive upright cycle exercise in highly trained older men. J Appl Physiol (1985). 1994;77(3):1500–6.
73.
74.
go back to reference Jacobs RA, Lundby C. Mitochondria express enhanced quality as well as quantity in association with aerobic fitness across recreationally active individuals up to elite athletes. J Appl Physiol (1985). 2013;114(3):344–50.CrossRef Jacobs RA, Lundby C. Mitochondria express enhanced quality as well as quantity in association with aerobic fitness across recreationally active individuals up to elite athletes. J Appl Physiol (1985). 2013;114(3):344–50.CrossRef
75.
go back to reference Jacobs RA, Fluck D, Bonne TC, Burgi S, Christensen PM, Toigo M, et al. Improvements in exercise performance with high-intensity interval training coincide with an increase in skeletal muscle mitochondrial content and function. J Appl Physiol (1985). 2013;115(6):785–93.CrossRef Jacobs RA, Fluck D, Bonne TC, Burgi S, Christensen PM, Toigo M, et al. Improvements in exercise performance with high-intensity interval training coincide with an increase in skeletal muscle mitochondrial content and function. J Appl Physiol (1985). 2013;115(6):785–93.CrossRef
76.
go back to reference Baker WL, White CM, Cappelleri JC, Kluger J, Coleman CI. Understanding heterogeneity in meta-analysis: the role of meta-regression. Int J Clin Pract. 2009;63(10):1426–34.CrossRefPubMed Baker WL, White CM, Cappelleri JC, Kluger J, Coleman CI. Understanding heterogeneity in meta-analysis: the role of meta-regression. Int J Clin Pract. 2009;63(10):1426–34.CrossRefPubMed
Metadata
Title
The Effect of Exercise Training on the Energetic Cost of Cycling
Authors
David Montero
Carsten Lundby
Publication date
01-11-2015
Publisher
Springer International Publishing
Published in
Sports Medicine / Issue 11/2015
Print ISSN: 0112-1642
Electronic ISSN: 1179-2035
DOI
https://doi.org/10.1007/s40279-015-0380-1

Other articles of this Issue 11/2015

Sports Medicine 11/2015 Go to the issue